{"id":"W3208238296","doi":"10.3390/ijgi10110749","title":"Mapping Inuinnaqtun: The Role of Digital Technology in the Revival of Traditional Inuit Knowledge Ecosystems","year":2021,"lang":"en","type":"article","venue":"ISPRS International Journal of Geo-Information","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Arctic Institute of North America; Smithsonian Institution","keywords":"Ontology; Meaning (existential); Digital ecosystem; Arctic; Sociology; Knowledge management; Environmental resource management; Computer science; Ecology; Epistemology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007516,0.0000854479,0.0002509774,0.0003956925,0.000295121,0.00002675037,0.0004717787,0.0001283187,0.00009742474],"category_scores_gemma":[0.0008268357,0.00005454097,0.000113486,0.0003138151,0.00007146713,0.00100472,0.0001348899,0.0005003421,0.00003162076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003032854,"about_ca_system_score_gemma":0.0006531334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008512531,"about_ca_topic_score_gemma":0.0006943372,"domain_scores_codex":[0.9978426,0.0001574473,0.001351264,0.00004557054,0.0003789721,0.0002242223],"domain_scores_gemma":[0.995894,0.000614264,0.00124684,0.0001210569,0.002105224,0.00001859117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003857816,0.0005835135,0.1936591,0.000438509,0.0008589178,0.00004563477,0.5357479,0.0004566698,0.0003870312,0.2011298,0.009111874,0.05719527],"study_design_scores_gemma":[0.002555277,0.0003834497,0.07127558,0.001170828,0.00004661027,0.0008869225,0.5858523,0.001140676,0.0003419657,0.02449477,0.3116255,0.0002261868],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750181,0.0005460934,0.0008127052,0.008266144,0.002403948,0.0004627554,0.0002285362,0.000008329632,0.01225334],"genre_scores_gemma":[0.9991512,0.0001471997,0.00006877624,0.000269181,0.0002718852,0.00001683072,0.00003424923,0.000003491509,0.00003712719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3025136,"threshold_uncertainty_score":0.2269862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0245498131808639,"score_gpt":0.3216334412173216,"score_spread":0.2970836280364577,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}